PRACTICAL APPLICATIONS OF SPARSE MODELING BY Irina Rish, Guillermo A. Cecchi, Aurelie Lozano, 9780262027724
"Sinopsis" puede pertenecer a otra edición de este libro.
Key approaches in the rapidly developing area of sparse modeling, focusing on its application in fields including neuroscience, computational biology, and computer vision. Sparse modeling is a rapidly developing area at the intersection of statistical learning and signal processing, motivated by the age-old statistical problem of selecting a small number of predictive variables in high-dimensional datasets. This collection describes key approaches in sparse modeling, focusing on its applications in fields including neuroscience, computational biology, and computer vision. Sparse modeling methods can improve the interpretability of predictive models and aid efficient recovery of high-dimensional unobserved signals from a limited number of measurements. Yet despite significant advances in the field, a number of open issues remain when sparse modeling meets real-life applications. The book discusses a range of practical applications and state-of-the-art approaches for tackling the challenges presented by these applications. Topics considered include the choice of method in genomics applications; analysis of protein mass-spectrometry data; the stability of sparse models in brain imaging applications; sequential testing approaches; algorithmic aspects of sparse recovery; and learning sparse latent models. Contributors A. Vania Apkarian, Marwan Baliki, Melissa K. Carroll, Guillermo A. Cecchi, Volkan Cevher, Xi Chen, Nathan W. Churchill, Remi Emonet, Rahul Garg, Zoubin Ghahramani, Lars Kai Hansen, Matthias Hein, Katherine Heller, Sina Jafarpour, Seyoung Kim, Mladen Kolar, Anastasios Kyrillidis, Seunghak Lee, Aurelie Lozano, Matthew L. Malloy, Pablo Meyer, Shakir Mohamed, Alexandru Niculescu-Mizil, Robert D. Nowak, Jean-Marc Odobez, Peter M. Rasmussen, Irina Rish, Saharon Rosset, Martin Slawski, Stephen C. Strother, Jagannadan Varadarajan, Eric P. Xing
Irina Rish is a Research Staff Member at IBM T. J. Watson Research Center, New York. Guillermo Cecchi is a Research Staff Member at IBM T. J. Watson Research Center, New York. Aurelie Lozano is a Research Staff Member at IBM T. J. Watson Research Center, New York. Alexandru Niculescu-Mizil is a Researcher at the Machine Learning Department at NEC Labs America, Princeton, New Jersey. Irina Rish is a Research Staff Member at IBM T. J. Watson Research Center, New York. Guillermo Cecchi is a Research Staff Member at IBM T. J. Watson Research Center, New York. Aurelie Lozano is a Research Staff Member at IBM T. J. Watson Research Center, New York. Alexandru Niculescu-Mizil is a Researcher at the Machine Learning Department at NEC Labs America, Princeton, New Jersey. Zoubin Ghahramani is Lecturer in the Gatsby Computational Neuroscience Unit at University College London.
"Sobre este título" puede pertenecer a otra edición de este libro.
Gastos de envío:
EUR 3,53
A Estados Unidos de America
Gastos de envío:
EUR 3,57
A Estados Unidos de America
Librería: Bellwetherbooks, McKeesport, PA, Estados Unidos de America
hardcover. Condición: USED_ASNEW. LIKE NEW/UNREAD!!! Text is Clean and Unmarked! Has a small black line or red dot on bottom/exterior edge of pages. Nº de ref. del artículo: MIT-HC-LN-0262027720
Cantidad disponible: 2 disponibles
Librería: ThriftBooks-Dallas, Dallas, TX, Estados Unidos de America
Hardcover. Condición: USED_ASNEW. No Jacket. Pages are clean and are not marred by notes or folds of any kind. ~ ThriftBooks: Read More, Spend Less 1.92. Nº de ref. del artículo: G0262027720I2N00
Cantidad disponible: 1 disponibles
Librería: Books Puddle, New York, NY, Estados Unidos de America
Condición: New. pp. 264. Nº de ref. del artículo: 26142283276
Cantidad disponible: 1 disponibles
Librería: GF Books, Inc., Hawthorne, CA, Estados Unidos de America
Condición: USED_VERYGOOD. Book is in Used-VeryGood condition. Pages and cover are clean and intact. Used items may not include supplementary materials such as CDs or access codes. May show signs of minor shelf wear and contain very limited notes and highlighting. 1.95. Nº de ref. del artículo: 0262027720-2-3
Cantidad disponible: 1 disponibles
Librería: Book Deals, Tucson, AZ, Estados Unidos de America
Condición: USED_FINE. Like New condition. Great condition, but not exactly fully crisp. The book may have been opened and read, but there are no defects to the book, jacket or pages. 1.95. Nº de ref. del artículo: 353-0262027720-lkn
Cantidad disponible: 1 disponibles
Librería: Follow Books, SOUTHFIELD, MI, Estados Unidos de America
Condición: NEW. New Book. Nº de ref. del artículo: 0262027720-TUX
Cantidad disponible: 2 disponibles
Librería: Majestic Books, Hounslow, Reino Unido
Condición: New. pp. 264 54 Illus. (14 Col.). Nº de ref. del artículo: 135048659
Cantidad disponible: 1 disponibles
Librería: Basi6 International, Irving, TX, Estados Unidos de America
Condición: Brand New. New. US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. Nº de ref. del artículo: ABEJUNE24-69402
Cantidad disponible: 6 disponibles
Librería: Romtrade Corp., STERLING HEIGHTS, MI, Estados Unidos de America
Condición: New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide. Nº de ref. del artículo: ABTR-4622
Cantidad disponible: 1 disponibles
Librería: Xendurance Llc, Omaha, NE, Estados Unidos de America
PaperBack. Condición: Brand New. New Fast Delivery Paperback, International edition and ship within 24-48 hours. Deliver by FedEx and Dhl, & Aramex, UPS, & USPS and we do accept APO and PO BOX Addresses. Order can be delivered worldwide within 08-10 days. Nº de ref. del artículo: Adhya7713
Cantidad disponible: 6 disponibles